{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4fa9c339",
   "metadata": {
    "toc": true
   },
   "source": [
    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#API学习记录一\" data-toc-modified-id=\"API学习记录一-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>API学习记录一</a></span><ul class=\"toc-item\"><li><span><a href=\"#通用识别分析\" data-toc-modified-id=\"通用识别分析-1.1\"><span class=\"toc-item-num\">1.1&nbsp;&nbsp;</span>通用识别分析</a></span></li></ul></li></ul></div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0886a74e",
   "metadata": {},
   "source": [
    "# API学习记录一"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1571d3c",
   "metadata": {},
   "source": [
    "* API是Application Programming Interface（应用程序编程接口）的缩写，是一种定义了应用程序如何与其他软件组件或服务交互的接口。API允许不同的软件组件或服务之间进行通信和数据交换，以实现更高效的应用程序开发和集成。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "24e9c87e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "beb9989a",
   "metadata": {},
   "source": [
    "* r:requests,响应"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "60b01877",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://api.github.com/events')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "b348a54a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "6e007333",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Server': 'GitHub.com', 'Date': 'Thu, 09 Mar 2023 02:42:42 GMT', 'Content-Type': 'application/json; charset=utf-8', 'Cache-Control': 'public, max-age=60, s-maxage=60', 'Vary': 'Accept, Accept-Encoding, Accept, X-Requested-With', 'ETag': 'W/\"d8b1368d89ce6c8d586d41ae121bb9a19c8abe4979f4a66583ae2035d76c8011\"', 'Last-Modified': 'Thu, 09 Mar 2023 02:37:42 GMT', 'X-Poll-Interval': '60', 'X-GitHub-Media-Type': 'github.v3; format=json', 'Link': '<https://api.github.com/events?page=2>; rel=\"next\", <https://api.github.com/events?page=10>; rel=\"last\"', 'x-github-api-version-selected': '2022-11-28', 'Access-Control-Expose-Headers': 'ETag, Link, Location, Retry-After, X-GitHub-OTP, X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Used, X-RateLimit-Resource, X-RateLimit-Reset, X-OAuth-Scopes, X-Accepted-OAuth-Scopes, X-Poll-Interval, X-GitHub-Media-Type, X-GitHub-SSO, X-GitHub-Request-Id, Deprecation, Sunset', 'Access-Control-Allow-Origin': '*', 'Strict-Transport-Security': 'max-age=31536000; includeSubdomains; preload', 'X-Frame-Options': 'deny', 'X-Content-Type-Options': 'nosniff', 'X-XSS-Protection': '0', 'Referrer-Policy': 'origin-when-cross-origin, strict-origin-when-cross-origin', 'Content-Security-Policy': \"default-src 'none'\", 'Content-Encoding': 'gzip', 'X-RateLimit-Limit': '60', 'X-RateLimit-Remaining': '59', 'X-RateLimit-Reset': '1678333362', 'X-RateLimit-Resource': 'core', 'X-RateLimit-Used': '1', 'Accept-Ranges': 'bytes', 'Transfer-Encoding': 'chunked', 'X-GitHub-Request-Id': '2C6D:7D76:1DF75E7:1F25AB5:640947A1'}"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.headers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "a2ba6c37",
   "metadata": {},
   "outputs": [
    {
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bug hasn\\'t been confirmed yet\"}],\"state\":\"open\",\"locked\":false,\"assignee\":null,\"assignees\":[],\"milestone\":null,\"comments\":0,\"created_at\":\"2023-03-09T02:37:40Z\",\"updated_at\":\"2023-03-09T02:37:40Z\",\"closed_at\":null,\"author_association\":\"NONE\",\"active_lock_reason\":null,\"body\":\"**Describe the bug**\\\\r\\\\nThe Elf version of Transformation of Kadon (Eagle) doesn\\'t have its own cost reduction effect, causing the Vampire version (Vargulf) to appear in the character skill selection alongside the Elf version. It\\'s possible that it doesn\\'t even reduce the winds of magic cost.\\\\r\\\\n\\\\r\\\\nThe Elf version of Transformation of Kadon in \\\\\"character_skill_level_to_effects_junctions_tables\\\\\":\\\\r\\\\n\\\\r\\\\nHero and Lord version\\\\r\\\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon\\\\r\\\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon_lord\\\\r\\\\n\\\\r\\\\nhave this effect:\\\\r\\\\nwh2_dlc11_effect_ability_wom_cost_transformation_of_kadon_varghulf\\\\r\\\\n\\\\r\\\\n**Solution:**\\\\r\\\\nA fix would require:\\\\r\\\\n1: a data core or making a completely new character skill, dummying out the original\\\\r\\\\n2: making a new wom effect for the Eagle version of this spell.\\\\r\\\\n\",\"reactions\":{\"url\":\"https://api.github.com/repos/chadvandy/cbfm_wh3/issues/876/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/chadvandy/cbfm_wh3/issues/876/timeline\",\"performed_via_github_app\":null,\"state_reason\":null}},\"public\":true,\"created_at\":\"2023-03-09T02:37:41Z\"},{\"id\":\"27592911198\",\"type\":\"PullRequestReviewCommentEvent\",\"actor\":{\"id\":8153134,\"login\":\"oeyh\",\"display_login\":\"oeyh\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/oeyh\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/8153134?\"},\"repo\":{\"id\":364003912,\"name\":\"opensearch-project/documentation-website\",\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website\"},\"payload\":{\"action\":\"created\",\"comment\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287\",\"pull_request_review_id\":1331898694,\"id\":1130323287,\"node_id\":\"PRRC_kwDOFbJCSM5DX11X\",\"diff_hunk\":\"@@ -0,0 +1,306 @@\\\\n+---\\\\n+layout: default\\\\n+title: Mutate event\\\\n+parent: Processors\\\\n+grand_parent: Pipelines\\\\n+nav_order: 45\\\\n+---\\\\n+\\\\n+# Mutate event processors\\\\n+\\\\n+You can use mutate event processors to add entries to an event, delete entries from an event, rename keys in an event, copy values within an event, and convert value types in an event. <!---Need a better overall description to explain what they do in general.--->\\\\n+\\\\n+The following processors allow you to mutate an event:\\\\n+\\\\n+<!--- Need to find out why links below aren\\'t working correctly.>\\\\n+\\\\n+* [AddEntry] (#AddEntry)\\\\n+* [CopyValue] (#CopyValue)\\\\n+* [DeleteEntry] (#DeleteEntry)\\\\n+* [RenameKey] (#RenameKey)\\\\n+* [ConvertEntry] (#ConvertEntry)\\\\n+\\\\n+--->\\\\n+\\\\n+## AddEntries\\\\n+\\\\n+The `AddEntries` processor adds entries to an event.\\\\n+\\\\n+### Configuration\\\\n+\\\\n+You can configure the `AddEntries` processor with the following options.\\\\n+\\\\n+Option | Required | Description\\\\n+:--- | :--- | :---\\\\n+|`entries` | Yes | A list of entries to add to an event. |\\\\n+|`key` | Yes | The key of the new entry to be added. |\\\\n+|`value` | Yes | The value of the new entry to be added. You can use the following data types: strings, booleans, numbers, null, nested objects, and arrays. |\\\\n+|`overwrite_if_key_exists` | No | When set to `true`, if `key` already exists in the event, then the existing value is overwritten. The default value is `false`. |\\\\n+\\\\n+### Basic usage\\\\n+\\\\n+To get started, create the following `pipeline.yaml` file:\\\\n+\\\\n+```yaml\\\\n+pipeline:\\\\n+  source:\\\\n+    file:\\\\n+      path: \\\\\"/full/path/to/logs_json.log\\\\\"\\\\n+      record_type: \\\\\"event\\\\\"\\\\n+      format: \\\\\"json\\\\\"\\\\n+  processor:\\\\n+    - add_entries:\\\\n+        entries:\\\\n+        - key: \\\\\"newMessage\\\\\"\\\\n+          value: 3\\\\n+          overwrite_if_key_exists: true\\\\n+  sink:\\\\n+    - stdout:\\\\n+```\\\\n+\\\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with this filepath.\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+When you run this processor, it parses the message into the following output:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\", \\\\\"newMessage\\\\\": 3}\\\\n+```\\\\n+\\\\n+> If `newMessage` already exists, its existing value is overwritten with a value of `3`.\\\\n+\\\\n+## copy value\\\\n+\\\\n+The `copy value` processor copies values within an event.\\\\n+\\\\n+### Configuration\\\\n+\\\\n+You can configure the `copy value` processor with the following options.\\\\n+\\\\n+Option | Required | Description\\\\n+:--- | :--- | :---\\\\n+| `entries` | Yes | A list of entries to be copied in an event. |\\\\n+| `from_key` | Yes | The key of the entry to be copied.\\\\n+| `to_key` | Yes | The key of the new entry to be added.\\\\n+| `overwrite_if_to_key_exists` | No | When set to a value of `true`, if `to_key` already exists in the event, then the existing value will be overwritten. The default value is `false`. |\\\\n+\\\\n+### Basic usage\\\\n+\\\\n+To get started, create the following `pipeline.yaml` file:\\\\n+\\\\n+```yaml\\\\n+pipeline:\\\\n+  source:\\\\n+    file:\\\\n+      path: \\\\\"/full/path/to/logs_json.log\\\\\"\\\\n+      record_type: \\\\\"event\\\\\"\\\\n+      format: \\\\\"json\\\\\"\\\\n+  processor:\\\\n+    - copy_values:\\\\n+        entries:\\\\n+        - from_key: \\\\\"message\\\\\"\\\\n+          to_key: \\\\\"newMessage\\\\\"\\\\n+          overwrite_if_to_key_exists: true\\\\n+  sink:\\\\n+    - stdout:\\\\n+```\\\\n+\\\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with the path of this file:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+When you run this processor, it parses the message into the following output:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\", \\\\\"newMessage\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+> If `newMessage` had already exists, its current value is overwritten with `value`.\\\\n+\\\\n+\\\\n+## DeleteEntry\\\\n+\\\\n+The `DeleteEntry` processor deletes entries in an event.\",\"path\":\"_data-prepper/pipelines/configuration/processors/mutate-event.md\",\"position\":128,\"original_position\":128,\"commit_id\":\"3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"original_commit_id\":\"58cf072854f10e3ea4708a2a9733c1be47297da2\",\"user\":{\"login\":\"oeyh\",\"id\":8153134,\"node_id\":\"MDQ6VXNlcjgxNTMxMzQ=\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/8153134?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/oeyh\",\"html_url\":\"https://github.com/oeyh\",\"followers_url\":\"https://api.github.com/users/oeyh/followers\",\"following_url\":\"https://api.github.com/users/oeyh/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/oeyh/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/oeyh/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/oeyh/subscriptions\",\"organizations_url\":\"https://api.github.com/users/oeyh/orgs\",\"repos_url\":\"https://api.github.com/users/oeyh/repos\",\"events_url\":\"https://api.github.com/users/oeyh/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/oeyh/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"Entries in the event, i.e. key-value pairs. You define the keys to delete in the `with_keys` field under `delete_entries` in the yaml file, and those keys along with their values (i.e. those entries) will be deleted.\",\"created_at\":\"2023-03-09T02:37:40Z\",\"updated_at\":\"2023-03-09T02:37:40Z\",\"html_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234#discussion_r1130323287\",\"pull_request_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\",\"author_association\":\"CONTRIBUTOR\",\"_links\":{\"self\":{\"href\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287\"},\"html\":{\"href\":\"https://github.com/opensearch-project/documentation-website/pull/3234#discussion_r1130323287\"},\"pull_request\":{\"href\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\"}},\"reactions\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"start_line\":null,\"original_start_line\":null,\"start_side\":null,\"line\":128,\"original_line\":128,\"side\":\"RIGHT\",\"in_reply_to_id\":1129564203},\"pull_request\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\",\"id\":1264961308,\"node_id\":\"PR_kwDOFbJCSM5LZccc\",\"html_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234\",\"diff_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234.diff\",\"patch_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234.patch\",\"issue_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/issues/3234\",\"number\":3234,\"state\":\"open\",\"locked\":false,\"title\":\"Add Mutate event processor doc.\",\"user\":{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"### Description\\\\r\\\\nCreates new doc for the mutate events processor.\\\\r\\\\n\\\\r\\\\n### Issues Resolved\\\\r\\\\nRelated to #2950 \\\\r\\\\nAddresses #2722 \\\\r\\\\n\\\\r\\\\n\\\\r\\\\n### Checklist\\\\r\\\\n- [x] By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license and subject to the [Developers Certificate of Origin](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\\\r\\\\nFor more information on following Developer Certificate of Origin and signing off your commits, please check [here](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\\\r\\\\n\",\"created_at\":\"2023-03-06T18:09:25Z\",\"updated_at\":\"2023-03-09T02:37:40Z\",\"closed_at\":null,\"merged_at\":null,\"merge_commit_sha\":\"85910cc85bc0012f34f1abb7cdf5c7983734c220\",\"assignee\":{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false},\"assignees\":[{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false}],\"requested_reviewers\":[],\"requested_teams\":[{\"name\":\"docs\",\"id\":4637653,\"node_id\":\"MDQ6VGVhbTQ2Mzc2NTM=\",\"slug\":\"docs\",\"description\":\"\",\"privacy\":\"closed\",\"url\":\"https://api.github.com/organizations/80134844/team/4637653\",\"html_url\":\"https://github.com/orgs/opensearch-project/teams/docs\",\"members_url\":\"https://api.github.com/organizations/80134844/team/4637653/members{/member}\",\"repositories_url\":\"https://api.github.com/organizations/80134844/team/4637653/repos\",\"permission\":\"pull\",\"parent\":null}],\"labels\":[{\"id\":4625898679,\"node_id\":\"LA_kwDOFbJCSM8AAAABE7mctw\",\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/labels/data-prepper\",\"name\":\"data-prepper\",\"color\":\"95ADDF\",\"default\":false,\"description\":\"\"}],\"milestone\":null,\"draft\":false,\"commits_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234/commits\",\"review_comments_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234/comments\",\"review_comment_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments{/number}\",\"comments_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/issues/3234/comments\",\"statuses_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/statuses/3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"head\":{\"label\":\"opensearch-project:mutate-event\",\"ref\":\"mutate-event\",\"sha\":\"3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"user\":{\"login\":\"opensearch-project\",\"id\":80134844,\"node_id\":\"MDEyOk9yZ2FuaXphdGlvbjgwMTM0ODQ0\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/80134844?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/opensearch-project\",\"html_url\":\"https://github.com/opensearch-project\",\"followers_url\":\"https://api.github.com/users/opensearch-project/followers\",\"following_url\":\"https://api.github.com/users/opensearch-project/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/opensearch-project/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/opensearch-project/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/opensearch-project/subscriptions\",\"organizations_url\":\"https://api.github.com/users/opensearch-project/orgs\",\"repos_url\":\"https://api.github.com/users/opensearch-project/repos\",\"events_url\":\"https://api.github.com/users/opensearch-project/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/opensearch-project/received_events\",\"type\":\"Organization\",\"site_admin\":false},\"repo\":{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You can achieve the same result by closing it manually\\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\\n\\n\\n</details>',\n",
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       "    'body': '**Describe the bug**\\r\\nThe Elf version of Transformation of Kadon (Eagle) doesn\\'t have its own cost reduction effect, causing the Vampire version (Vargulf) to appear in the character skill selection alongside the Elf version. It\\'s possible that it doesn\\'t even reduce the winds of magic cost.\\r\\n\\r\\nThe Elf version of Transformation of Kadon in \"character_skill_level_to_effects_junctions_tables\":\\r\\n\\r\\nHero and Lord version\\r\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon\\r\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon_lord\\r\\n\\r\\nhave this effect:\\r\\nwh2_dlc11_effect_ability_wom_cost_transformation_of_kadon_varghulf\\r\\n\\r\\n**Solution:**\\r\\nA fix would require:\\r\\n1: a data core or making a completely new character skill, dummying out the original\\r\\n2: making a new wom effect for the Eagle version of this spell.\\r\\n',\n",
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       "    'diff_hunk': '@@ -0,0 +1,306 @@\\n+---\\n+layout: default\\n+title: Mutate event\\n+parent: Processors\\n+grand_parent: Pipelines\\n+nav_order: 45\\n+---\\n+\\n+# Mutate event processors\\n+\\n+You can use mutate event processors to add entries to an event, delete entries from an event, rename keys in an event, copy values within an event, and convert value types in an event. <!---Need a better overall description to explain what they do in general.--->\\n+\\n+The following processors allow you to mutate an event:\\n+\\n+<!--- Need to find out why links below aren\\'t working correctly.>\\n+\\n+* [AddEntry] (#AddEntry)\\n+* [CopyValue] (#CopyValue)\\n+* [DeleteEntry] (#DeleteEntry)\\n+* [RenameKey] (#RenameKey)\\n+* [ConvertEntry] (#ConvertEntry)\\n+\\n+--->\\n+\\n+## AddEntries\\n+\\n+The `AddEntries` processor adds entries to an event.\\n+\\n+### Configuration\\n+\\n+You can configure the `AddEntries` processor with the following options.\\n+\\n+Option | Required | Description\\n+:--- | :--- | :---\\n+|`entries` | Yes | A list of entries to add to an event. |\\n+|`key` | Yes | The key of the new entry to be added. |\\n+|`value` | Yes | The value of the new entry to be added. You can use the following data types: strings, booleans, numbers, null, nested objects, and arrays. |\\n+|`overwrite_if_key_exists` | No | When set to `true`, if `key` already exists in the event, then the existing value is overwritten. The default value is `false`. |\\n+\\n+### Basic usage\\n+\\n+To get started, create the following `pipeline.yaml` file:\\n+\\n+```yaml\\n+pipeline:\\n+  source:\\n+    file:\\n+      path: \"/full/path/to/logs_json.log\"\\n+      record_type: \"event\"\\n+      format: \"json\"\\n+  processor:\\n+    - add_entries:\\n+        entries:\\n+        - key: \"newMessage\"\\n+          value: 3\\n+          overwrite_if_key_exists: true\\n+  sink:\\n+    - stdout:\\n+```\\n+\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with this filepath.\\n+\\n+```json\\n+{\"message\": \"value\"}\\n+```\\n+\\n+When you run this processor, it parses the message into the following output:\\n+\\n+```json\\n+{\"message\": \"value\", \"newMessage\": 3}\\n+```\\n+\\n+> If `newMessage` already exists, its existing value is overwritten with a value of `3`.\\n+\\n+## copy value\\n+\\n+The `copy value` processor copies values within an event.\\n+\\n+### Configuration\\n+\\n+You can configure the `copy value` processor with the following options.\\n+\\n+Option | Required | Description\\n+:--- | :--- | :---\\n+| `entries` | Yes | A list of entries to be copied in an event. |\\n+| `from_key` | Yes | The key of the entry to be copied.\\n+| `to_key` | Yes | The key of the new entry to be added.\\n+| `overwrite_if_to_key_exists` | No | When set to a value of `true`, if `to_key` already exists in the event, then the existing value will be overwritten. The default value is `false`. |\\n+\\n+### Basic usage\\n+\\n+To get started, create the following `pipeline.yaml` file:\\n+\\n+```yaml\\n+pipeline:\\n+  source:\\n+    file:\\n+      path: \"/full/path/to/logs_json.log\"\\n+      record_type: \"event\"\\n+      format: \"json\"\\n+  processor:\\n+    - copy_values:\\n+        entries:\\n+        - from_key: \"message\"\\n+          to_key: \"newMessage\"\\n+          overwrite_if_to_key_exists: true\\n+  sink:\\n+    - stdout:\\n+```\\n+\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with the path of this file:\\n+\\n+```json\\n+{\"message\": \"value\"}\\n+```\\n+\\n+When you run this processor, it parses the message into the following output:\\n+\\n+```json\\n+{\"message\": \"value\", \"newMessage\": \"value\"}\\n+```\\n+\\n+> If `newMessage` had already exists, its current value is overwritten with `value`.\\n+\\n+\\n+## DeleteEntry\\n+\\n+The `DeleteEntry` processor deletes entries in an event.',\n",
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       "    'body': '### Description\\r\\nCreates new doc for the mutate events processor.\\r\\n\\r\\n### Issues Resolved\\r\\nRelated to #2950 \\r\\nAddresses #2722 \\r\\n\\r\\n\\r\\n### Checklist\\r\\n- [x] By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license and subject to the [Developers Certificate of Origin](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\r\\nFor more information on following Developer Certificate of Origin and signing off your commits, please check [here](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\r\\n',\n",
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It\\'s possible that it doesn\\'t even reduce the winds of magic cost.\\\\r\\\\n\\\\r\\\\nThe Elf version of Transformation of Kadon in \\\\\"character_skill_level_to_effects_junctions_tables\\\\\":\\\\r\\\\n\\\\r\\\\nHero and Lord version\\\\r\\\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon\\\\r\\\\nwh2_dlc15_skill_magic_beasts_transformation_of_kadon_lord\\\\r\\\\n\\\\r\\\\nhave this effect:\\\\r\\\\nwh2_dlc11_effect_ability_wom_cost_transformation_of_kadon_varghulf\\\\r\\\\n\\\\r\\\\n**Solution:**\\\\r\\\\nA fix would require:\\\\r\\\\n1: a data core or making a completely new character skill, dummying out the original\\\\r\\\\n2: making a new wom effect for the Eagle version of this spell.\\\\r\\\\n\",\"reactions\":{\"url\":\"https://api.github.com/repos/chadvandy/cbfm_wh3/issues/876/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/chadvandy/cbfm_wh3/issues/876/timeline\",\"performed_via_github_app\":null,\"state_reason\":null}},\"public\":true,\"created_at\":\"2023-03-09T02:37:41Z\"},{\"id\":\"27592911198\",\"type\":\"PullRequestReviewCommentEvent\",\"actor\":{\"id\":8153134,\"login\":\"oeyh\",\"display_login\":\"oeyh\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/oeyh\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/8153134?\"},\"repo\":{\"id\":364003912,\"name\":\"opensearch-project/documentation-website\",\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website\"},\"payload\":{\"action\":\"created\",\"comment\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287\",\"pull_request_review_id\":1331898694,\"id\":1130323287,\"node_id\":\"PRRC_kwDOFbJCSM5DX11X\",\"diff_hunk\":\"@@ -0,0 +1,306 @@\\\\n+---\\\\n+layout: default\\\\n+title: Mutate event\\\\n+parent: Processors\\\\n+grand_parent: Pipelines\\\\n+nav_order: 45\\\\n+---\\\\n+\\\\n+# Mutate event processors\\\\n+\\\\n+You can use mutate event processors to add entries to an event, delete entries from an event, rename keys in an event, copy values within an event, and convert value types in an event. <!---Need a better overall description to explain what they do in general.--->\\\\n+\\\\n+The following processors allow you to mutate an event:\\\\n+\\\\n+<!--- Need to find out why links below aren\\'t working correctly.>\\\\n+\\\\n+* [AddEntry] (#AddEntry)\\\\n+* [CopyValue] (#CopyValue)\\\\n+* [DeleteEntry] (#DeleteEntry)\\\\n+* [RenameKey] (#RenameKey)\\\\n+* [ConvertEntry] (#ConvertEntry)\\\\n+\\\\n+--->\\\\n+\\\\n+## AddEntries\\\\n+\\\\n+The `AddEntries` processor adds entries to an event.\\\\n+\\\\n+### Configuration\\\\n+\\\\n+You can configure the `AddEntries` processor with the following options.\\\\n+\\\\n+Option | Required | Description\\\\n+:--- | :--- | :---\\\\n+|`entries` | Yes | A list of entries to add to an event. |\\\\n+|`key` | Yes | The key of the new entry to be added. |\\\\n+|`value` | Yes | The value of the new entry to be added. You can use the following data types: strings, booleans, numbers, null, nested objects, and arrays. |\\\\n+|`overwrite_if_key_exists` | No | When set to `true`, if `key` already exists in the event, then the existing value is overwritten. The default value is `false`. |\\\\n+\\\\n+### Basic usage\\\\n+\\\\n+To get started, create the following `pipeline.yaml` file:\\\\n+\\\\n+```yaml\\\\n+pipeline:\\\\n+  source:\\\\n+    file:\\\\n+      path: \\\\\"/full/path/to/logs_json.log\\\\\"\\\\n+      record_type: \\\\\"event\\\\\"\\\\n+      format: \\\\\"json\\\\\"\\\\n+  processor:\\\\n+    - add_entries:\\\\n+        entries:\\\\n+        - key: \\\\\"newMessage\\\\\"\\\\n+          value: 3\\\\n+          overwrite_if_key_exists: true\\\\n+  sink:\\\\n+    - stdout:\\\\n+```\\\\n+\\\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with this filepath.\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+When you run this processor, it parses the message into the following output:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\", \\\\\"newMessage\\\\\": 3}\\\\n+```\\\\n+\\\\n+> If `newMessage` already exists, its existing value is overwritten with a value of `3`.\\\\n+\\\\n+## copy value\\\\n+\\\\n+The `copy value` processor copies values within an event.\\\\n+\\\\n+### Configuration\\\\n+\\\\n+You can configure the `copy value` processor with the following options.\\\\n+\\\\n+Option | Required | Description\\\\n+:--- | :--- | :---\\\\n+| `entries` | Yes | A list of entries to be copied in an event. |\\\\n+| `from_key` | Yes | The key of the entry to be copied.\\\\n+| `to_key` | Yes | The key of the new entry to be added.\\\\n+| `overwrite_if_to_key_exists` | No | When set to a value of `true`, if `to_key` already exists in the event, then the existing value will be overwritten. The default value is `false`. |\\\\n+\\\\n+### Basic usage\\\\n+\\\\n+To get started, create the following `pipeline.yaml` file:\\\\n+\\\\n+```yaml\\\\n+pipeline:\\\\n+  source:\\\\n+    file:\\\\n+      path: \\\\\"/full/path/to/logs_json.log\\\\\"\\\\n+      record_type: \\\\\"event\\\\\"\\\\n+      format: \\\\\"json\\\\\"\\\\n+  processor:\\\\n+    - copy_values:\\\\n+        entries:\\\\n+        - from_key: \\\\\"message\\\\\"\\\\n+          to_key: \\\\\"newMessage\\\\\"\\\\n+          overwrite_if_to_key_exists: true\\\\n+  sink:\\\\n+    - stdout:\\\\n+```\\\\n+\\\\n+Create a log file named `logs_json.log` and replace the `path` in the file source of your `pipeline.yaml` with the path of this file:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+When you run this processor, it parses the message into the following output:\\\\n+\\\\n+```json\\\\n+{\\\\\"message\\\\\": \\\\\"value\\\\\", \\\\\"newMessage\\\\\": \\\\\"value\\\\\"}\\\\n+```\\\\n+\\\\n+> If `newMessage` had already exists, its current value is overwritten with `value`.\\\\n+\\\\n+\\\\n+## DeleteEntry\\\\n+\\\\n+The `DeleteEntry` processor deletes entries in an event.\",\"path\":\"_data-prepper/pipelines/configuration/processors/mutate-event.md\",\"position\":128,\"original_position\":128,\"commit_id\":\"3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"original_commit_id\":\"58cf072854f10e3ea4708a2a9733c1be47297da2\",\"user\":{\"login\":\"oeyh\",\"id\":8153134,\"node_id\":\"MDQ6VXNlcjgxNTMxMzQ=\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/8153134?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/oeyh\",\"html_url\":\"https://github.com/oeyh\",\"followers_url\":\"https://api.github.com/users/oeyh/followers\",\"following_url\":\"https://api.github.com/users/oeyh/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/oeyh/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/oeyh/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/oeyh/subscriptions\",\"organizations_url\":\"https://api.github.com/users/oeyh/orgs\",\"repos_url\":\"https://api.github.com/users/oeyh/repos\",\"events_url\":\"https://api.github.com/users/oeyh/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/oeyh/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"Entries in the event, i.e. key-value pairs. You define the keys to delete in the `with_keys` field under `delete_entries` in the yaml file, and those keys along with their values (i.e. those entries) will be deleted.\",\"created_at\":\"2023-03-09T02:37:40Z\",\"updated_at\":\"2023-03-09T02:37:40Z\",\"html_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234#discussion_r1130323287\",\"pull_request_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\",\"author_association\":\"CONTRIBUTOR\",\"_links\":{\"self\":{\"href\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287\"},\"html\":{\"href\":\"https://github.com/opensearch-project/documentation-website/pull/3234#discussion_r1130323287\"},\"pull_request\":{\"href\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\"}},\"reactions\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments/1130323287/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"start_line\":null,\"original_start_line\":null,\"start_side\":null,\"line\":128,\"original_line\":128,\"side\":\"RIGHT\",\"in_reply_to_id\":1129564203},\"pull_request\":{\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234\",\"id\":1264961308,\"node_id\":\"PR_kwDOFbJCSM5LZccc\",\"html_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234\",\"diff_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234.diff\",\"patch_url\":\"https://github.com/opensearch-project/documentation-website/pull/3234.patch\",\"issue_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/issues/3234\",\"number\":3234,\"state\":\"open\",\"locked\":false,\"title\":\"Add Mutate event processor doc.\",\"user\":{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"### Description\\\\r\\\\nCreates new doc for the mutate events processor.\\\\r\\\\n\\\\r\\\\n### Issues Resolved\\\\r\\\\nRelated to #2950 \\\\r\\\\nAddresses #2722 \\\\r\\\\n\\\\r\\\\n\\\\r\\\\n### Checklist\\\\r\\\\n- [x] By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license and subject to the [Developers Certificate of Origin](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\\\r\\\\nFor more information on following Developer Certificate of Origin and signing off your commits, please check [here](https://github.com/opensearch-project/OpenSearch/blob/main/CONTRIBUTING.md#developer-certificate-of-origin).\\\\r\\\\n\",\"created_at\":\"2023-03-06T18:09:25Z\",\"updated_at\":\"2023-03-09T02:37:40Z\",\"closed_at\":null,\"merged_at\":null,\"merge_commit_sha\":\"85910cc85bc0012f34f1abb7cdf5c7983734c220\",\"assignee\":{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false},\"assignees\":[{\"login\":\"carolxob\",\"id\":113052567,\"node_id\":\"U_kgDOBr0Llw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/113052567?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/carolxob\",\"html_url\":\"https://github.com/carolxob\",\"followers_url\":\"https://api.github.com/users/carolxob/followers\",\"following_url\":\"https://api.github.com/users/carolxob/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/carolxob/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/carolxob/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/carolxob/subscriptions\",\"organizations_url\":\"https://api.github.com/users/carolxob/orgs\",\"repos_url\":\"https://api.github.com/users/carolxob/repos\",\"events_url\":\"https://api.github.com/users/carolxob/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/carolxob/received_events\",\"type\":\"User\",\"site_admin\":false}],\"requested_reviewers\":[],\"requested_teams\":[{\"name\":\"docs\",\"id\":4637653,\"node_id\":\"MDQ6VGVhbTQ2Mzc2NTM=\",\"slug\":\"docs\",\"description\":\"\",\"privacy\":\"closed\",\"url\":\"https://api.github.com/organizations/80134844/team/4637653\",\"html_url\":\"https://github.com/orgs/opensearch-project/teams/docs\",\"members_url\":\"https://api.github.com/organizations/80134844/team/4637653/members{/member}\",\"repositories_url\":\"https://api.github.com/organizations/80134844/team/4637653/repos\",\"permission\":\"pull\",\"parent\":null}],\"labels\":[{\"id\":4625898679,\"node_id\":\"LA_kwDOFbJCSM8AAAABE7mctw\",\"url\":\"https://api.github.com/repos/opensearch-project/documentation-website/labels/data-prepper\",\"name\":\"data-prepper\",\"color\":\"95ADDF\",\"default\":false,\"description\":\"\"}],\"milestone\":null,\"draft\":false,\"commits_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234/commits\",\"review_comments_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/3234/comments\",\"review_comment_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/pulls/comments{/number}\",\"comments_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/issues/3234/comments\",\"statuses_url\":\"https://api.github.com/repos/opensearch-project/documentation-website/statuses/3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"head\":{\"label\":\"opensearch-project:mutate-event\",\"ref\":\"mutate-event\",\"sha\":\"3ae7fe58c02cbff7ab7f7071f9d834864586c9ec\",\"user\":{\"login\":\"opensearch-project\",\"id\":80134844,\"node_id\":\"MDEyOk9yZ2FuaXphdGlvbjgwMTM0ODQ0\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/80134844?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/opensearch-project\",\"html_url\":\"https://github.com/opensearch-project\",\"followers_url\":\"https://api.github.com/users/opensearch-project/followers\",\"following_url\":\"https://api.github.com/users/opensearch-project/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/opensearch-project/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/opensearch-project/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/opensearch-project/subscriptions\",\"organizations_url\":\"https://api.github.com/users/opensearch-project/orgs\",\"repos_url\":\"https://api.github.com/users/opensearch-project/repos\",\"events_url\":\"https://api.github.com/users/opensearch-project/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/opensearch-project/received_events\",\"type\":\"Organization\",\"site_admin\":false},\"repo\":{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     "data": {
      "text/plain": [
       "'<!DOCTYPE html><html lang=\"zh-CN\"><head><meta charset=\"utf-8\"><title>哔哩哔哩 (゜-゜)つロ 干杯~-bilibili</title><meta name=\"description\" content=\"bilibili是国内知名的视频弹幕网站，这里有及时的动漫新番，活跃的ACG氛围，有创意的Up主。大家可以在这里找到许多欢乐。\"><meta name=\"keywords\" content=\"Bilibili,哔哩哔哩,哔哩哔哩动画,哔哩哔哩弹幕网,弹幕视频,B站,弹幕,字幕,AMV,MAD,MTV,ANIME,动漫,动漫音乐,游戏,游戏解说,二次元,游戏视频,ACG,galgame,动画,番组,新番,初音,洛天依,vocaloid,日本动漫,国产动漫,手机游戏,网络游戏,电子竞技,ACG燃曲,ACG神曲,追新番,新番动漫,新番吐槽,巡音,镜音双子,千本樱,初音MIKU,舞蹈MMD,MIKUMIKUDANCE,洛天依原创曲,洛天依翻唱曲,洛天依投食歌,洛天依MMD,vocaloid家族,OST,BGM,动漫歌曲,日本动漫音乐,宫崎骏动漫音乐,动漫音乐推荐,燃系mad,治愈系mad,MAD MOVIE,MAD高燃\"><meta name=\"renderer\" content=\"webkit\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"><meta name=\"spm_prefix\" content=\"333.851\"><meta name=\"referrer\" content=\"no-referrer-when-downgrade\"><meta name=\"baidu-site-verification\" content=\"code-qkzzf7NQkQ\"><meta name=\"applicable-device\" content=\"pc\"><meta http-equiv=\"Cache-Control\" content=\"no-transform\"><meta http-equiv=\"Cache-Control\" content=\"no-siteapp\"><link rel=\"canonical\" href=\"https://www.bilibili.com/\"><link rel=\"alternate\" media=\"only screen and(max-width: 640px)\" href=\"https://m.bilibili.com\"><link rel=\"dns-prefetch\" href=\"//s1.hdslb.com\"><link rel=\"apple-touch-icon\" href=\"//static.hdslb.com/mobile/img/512.png\"><link rel=\"shortcut icon\" href=\"/favicon.ico?v=1\"><script type=\"text/javascript\">function getIEVersion(){var e=99;if(\"Microsoft Internet Explorer\"==navigator.appName){var t=navigator.userAgent;null!=new RegExp(\"MSIE ([0-9]{1,}[.0-9]{0,})\").exec(t)&&(e=parseFloat(RegExp.$1))}return e}function isMSIE(){var e=navigator.userAgent.toLowerCase();return(/msie/.test(e)||/trident/.test(e))&&!/opera/.test(e)}(getIEVersion()<11||isMSIE())&&(window.location.href=\"https://www.bilibili.com/blackboard/fe/activity-CjJbuaD7Xw.html\")</script><script type=\"text/javascript\">!function(){var i=window.navigator.userAgent,n=[\"Android\",\"iPhone\",\"SymbianOS\",\"Windows Phone\",\"iPod\"],o=!0;if(!/\\\\sVR\\\\s/g.test(i)){for(var e=0,r=n.length;e<r;e++)if(0<i.indexOf(n[e])){o=!1;break}if(!o){var a=window.location.href.replace(\"www\",\"m\");window.location.href=a}}}()</script><script type=\"text/javascript\">function getCookie(e){var o=new RegExp(\"(^| )\"+e+\"=([^;]*)(;|$)\"),n=document.cookie.match(o);return n?unescape(n[2]):null}function reportfs(){window.performance&&window.performance.timing&&(window.performance.timing.firstscreenfinish=(new Date).getTime())}window.spmReportData={},window.reportConfig={sample:1,scrollTracker:!0,msgObjects:\"spmReportData\",errorTracker:!0},window.abtest||(window.abtest={}),window.abtest.b_ut=getCookie(\"b_ut\"),window.abtest.i_wanna_go_back=getCookie(\"i-wanna-go-back\"),window.page_load_time=Date.now()</script><link rel=\"prefetch\" as=\"script\" href=\"//s1.hdslb.com/bfs/static/player/main/video.js?v=202332\"><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/seed/jinkela/short/config/biliconfig.js\"></script><script type=\"text/javascript\" src=\"//www.bilibili.com/gentleman/polyfill.js?features=Promise%2CObject.assign%2CString.prototype.includes%2CNumber.isNaN\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/long/js/sentry/sentry-5.7.1.min.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/long/js/sentry/sentry-5.7.1.vue.min.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/seed/log/report/log-reporter.js\" crossorigin></script><link href=\"//s1.hdslb.com/bfs/static/jinkela/international-home/css/international-home.1.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.css\" rel=\"stylesheet\"><link href=\"//s1.hdslb.com/bfs/static/jinkela/international-home/css/international-home.0.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.css\" rel=\"stylesheet\"></head><body><div id=\"international-home-app\"></div><div id=\"biliMainFooter\"></div><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/cm/cm-sdk/static/js/pc.js\"></script><div style=\"display:none\"><a href=\"https://www.bilibili.com/v/game/match/\">赛事库</a> <a href=\"https://www.bilibili.com/cheese/\">课堂</a> <a href=\"https://www.bilibili.com/festival/2021bnj\">2021拜年纪</a></div><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/international-home/1.international-home.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/international-home/international-home.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.js\"></script></body></html>'"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "d77fddda",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "b'<!DOCTYPE html><html lang=\"zh-CN\"><head><meta charset=\"utf-8\"><title>\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\x93\\x94\\xe5\\x93\\xa9 (\\xe3\\x82\\x9c-\\xe3\\x82\\x9c)\\xe3\\x81\\xa4\\xe3\\x83\\xad \\xe5\\xb9\\xb2\\xe6\\x9d\\xaf~-bilibili</title><meta name=\"description\" content=\"bilibili\\xe6\\x98\\xaf\\xe5\\x9b\\xbd\\xe5\\x86\\x85\\xe7\\x9f\\xa5\\xe5\\x90\\x8d\\xe7\\x9a\\x84\\xe8\\xa7\\x86\\xe9\\xa2\\x91\\xe5\\xbc\\xb9\\xe5\\xb9\\x95\\xe7\\xbd\\x91\\xe7\\xab\\x99\\xef\\xbc\\x8c\\xe8\\xbf\\x99\\xe9\\x87\\x8c\\xe6\\x9c\\x89\\xe5\\x8f\\x8a\\xe6\\x97\\xb6\\xe7\\x9a\\x84\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe6\\x96\\xb0\\xe7\\x95\\xaa\\xef\\xbc\\x8c\\xe6\\xb4\\xbb\\xe8\\xb7\\x83\\xe7\\x9a\\x84ACG\\xe6\\xb0\\x9b\\xe5\\x9b\\xb4\\xef\\xbc\\x8c\\xe6\\x9c\\x89\\xe5\\x88\\x9b\\xe6\\x84\\x8f\\xe7\\x9a\\x84Up\\xe4\\xb8\\xbb\\xe3\\x80\\x82\\xe5\\xa4\\xa7\\xe5\\xae\\xb6\\xe5\\x8f\\xaf\\xe4\\xbb\\xa5\\xe5\\x9c\\xa8\\xe8\\xbf\\x99\\xe9\\x87\\x8c\\xe6\\x89\\xbe\\xe5\\x88\\xb0\\xe8\\xae\\xb8\\xe5\\xa4\\x9a\\xe6\\xac\\xa2\\xe4\\xb9\\x90\\xe3\\x80\\x82\"><meta name=\"keywords\" content=\"Bilibili,\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\x93\\x94\\xe5\\x93\\xa9,\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\x8a\\xa8\\xe7\\x94\\xbb,\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\x93\\x94\\xe5\\x93\\xa9\\xe5\\xbc\\xb9\\xe5\\xb9\\x95\\xe7\\xbd\\x91,\\xe5\\xbc\\xb9\\xe5\\xb9\\x95\\xe8\\xa7\\x86\\xe9\\xa2\\x91,B\\xe7\\xab\\x99,\\xe5\\xbc\\xb9\\xe5\\xb9\\x95,\\xe5\\xad\\x97\\xe5\\xb9\\x95,AMV,MAD,MTV,ANIME,\\xe5\\x8a\\xa8\\xe6\\xbc\\xab,\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe9\\x9f\\xb3\\xe4\\xb9\\x90,\\xe6\\xb8\\xb8\\xe6\\x88\\x8f,\\xe6\\xb8\\xb8\\xe6\\x88\\x8f\\xe8\\xa7\\xa3\\xe8\\xaf\\xb4,\\xe4\\xba\\x8c\\xe6\\xac\\xa1\\xe5\\x85\\x83,\\xe6\\xb8\\xb8\\xe6\\x88\\x8f\\xe8\\xa7\\x86\\xe9\\xa2\\x91,ACG,galgame,\\xe5\\x8a\\xa8\\xe7\\x94\\xbb,\\xe7\\x95\\xaa\\xe7\\xbb\\x84,\\xe6\\x96\\xb0\\xe7\\x95\\xaa,\\xe5\\x88\\x9d\\xe9\\x9f\\xb3,\\xe6\\xb4\\x9b\\xe5\\xa4\\xa9\\xe4\\xbe\\x9d,vocaloid,\\xe6\\x97\\xa5\\xe6\\x9c\\xac\\xe5\\x8a\\xa8\\xe6\\xbc\\xab,\\xe5\\x9b\\xbd\\xe4\\xba\\xa7\\xe5\\x8a\\xa8\\xe6\\xbc\\xab,\\xe6\\x89\\x8b\\xe6\\x9c\\xba\\xe6\\xb8\\xb8\\xe6\\x88\\x8f,\\xe7\\xbd\\x91\\xe7\\xbb\\x9c\\xe6\\xb8\\xb8\\xe6\\x88\\x8f,\\xe7\\x94\\xb5\\xe5\\xad\\x90\\xe7\\xab\\x9e\\xe6\\x8a\\x80,ACG\\xe7\\x87\\x83\\xe6\\x9b\\xb2,ACG\\xe7\\xa5\\x9e\\xe6\\x9b\\xb2,\\xe8\\xbf\\xbd\\xe6\\x96\\xb0\\xe7\\x95\\xaa,\\xe6\\x96\\xb0\\xe7\\x95\\xaa\\xe5\\x8a\\xa8\\xe6\\xbc\\xab,\\xe6\\x96\\xb0\\xe7\\x95\\xaa\\xe5\\x90\\x90\\xe6\\xa7\\xbd,\\xe5\\xb7\\xa1\\xe9\\x9f\\xb3,\\xe9\\x95\\x9c\\xe9\\x9f\\xb3\\xe5\\x8f\\x8c\\xe5\\xad\\x90,\\xe5\\x8d\\x83\\xe6\\x9c\\xac\\xe6\\xa8\\xb1,\\xe5\\x88\\x9d\\xe9\\x9f\\xb3MIKU,\\xe8\\x88\\x9e\\xe8\\xb9\\x88MMD,MIKUMIKUDANCE,\\xe6\\xb4\\x9b\\xe5\\xa4\\xa9\\xe4\\xbe\\x9d\\xe5\\x8e\\x9f\\xe5\\x88\\x9b\\xe6\\x9b\\xb2,\\xe6\\xb4\\x9b\\xe5\\xa4\\xa9\\xe4\\xbe\\x9d\\xe7\\xbf\\xbb\\xe5\\x94\\xb1\\xe6\\x9b\\xb2,\\xe6\\xb4\\x9b\\xe5\\xa4\\xa9\\xe4\\xbe\\x9d\\xe6\\x8a\\x95\\xe9\\xa3\\x9f\\xe6\\xad\\x8c,\\xe6\\xb4\\x9b\\xe5\\xa4\\xa9\\xe4\\xbe\\x9dMMD,vocaloid\\xe5\\xae\\xb6\\xe6\\x97\\x8f,OST,BGM,\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe6\\xad\\x8c\\xe6\\x9b\\xb2,\\xe6\\x97\\xa5\\xe6\\x9c\\xac\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe9\\x9f\\xb3\\xe4\\xb9\\x90,\\xe5\\xae\\xab\\xe5\\xb4\\x8e\\xe9\\xaa\\x8f\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe9\\x9f\\xb3\\xe4\\xb9\\x90,\\xe5\\x8a\\xa8\\xe6\\xbc\\xab\\xe9\\x9f\\xb3\\xe4\\xb9\\x90\\xe6\\x8e\\xa8\\xe8\\x8d\\x90,\\xe7\\x87\\x83\\xe7\\xb3\\xbbmad,\\xe6\\xb2\\xbb\\xe6\\x84\\x88\\xe7\\xb3\\xbbmad,MAD MOVIE,MAD\\xe9\\xab\\x98\\xe7\\x87\\x83\"><meta name=\"renderer\" content=\"webkit\"><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\"><meta name=\"spm_prefix\" content=\"333.851\"><meta name=\"referrer\" content=\"no-referrer-when-downgrade\"><meta name=\"baidu-site-verification\" content=\"code-qkzzf7NQkQ\"><meta name=\"applicable-device\" content=\"pc\"><meta http-equiv=\"Cache-Control\" content=\"no-transform\"><meta http-equiv=\"Cache-Control\" content=\"no-siteapp\"><link rel=\"canonical\" href=\"https://www.bilibili.com/\"><link rel=\"alternate\" media=\"only screen and(max-width: 640px)\" href=\"https://m.bilibili.com\"><link rel=\"dns-prefetch\" href=\"//s1.hdslb.com\"><link rel=\"apple-touch-icon\" href=\"//static.hdslb.com/mobile/img/512.png\"><link rel=\"shortcut icon\" href=\"/favicon.ico?v=1\"><script type=\"text/javascript\">function getIEVersion(){var e=99;if(\"Microsoft Internet Explorer\"==navigator.appName){var t=navigator.userAgent;null!=new RegExp(\"MSIE ([0-9]{1,}[.0-9]{0,})\").exec(t)&&(e=parseFloat(RegExp.$1))}return e}function isMSIE(){var e=navigator.userAgent.toLowerCase();return(/msie/.test(e)||/trident/.test(e))&&!/opera/.test(e)}(getIEVersion()<11||isMSIE())&&(window.location.href=\"https://www.bilibili.com/blackboard/fe/activity-CjJbuaD7Xw.html\")</script><script type=\"text/javascript\">!function(){var i=window.navigator.userAgent,n=[\"Android\",\"iPhone\",\"SymbianOS\",\"Windows Phone\",\"iPod\"],o=!0;if(!/\\\\sVR\\\\s/g.test(i)){for(var e=0,r=n.length;e<r;e++)if(0<i.indexOf(n[e])){o=!1;break}if(!o){var a=window.location.href.replace(\"www\",\"m\");window.location.href=a}}}()</script><script type=\"text/javascript\">function getCookie(e){var o=new RegExp(\"(^| )\"+e+\"=([^;]*)(;|$)\"),n=document.cookie.match(o);return n?unescape(n[2]):null}function reportfs(){window.performance&&window.performance.timing&&(window.performance.timing.firstscreenfinish=(new Date).getTime())}window.spmReportData={},window.reportConfig={sample:1,scrollTracker:!0,msgObjects:\"spmReportData\",errorTracker:!0},window.abtest||(window.abtest={}),window.abtest.b_ut=getCookie(\"b_ut\"),window.abtest.i_wanna_go_back=getCookie(\"i-wanna-go-back\"),window.page_load_time=Date.now()</script><link rel=\"prefetch\" as=\"script\" href=\"//s1.hdslb.com/bfs/static/player/main/video.js?v=202332\"><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/seed/jinkela/short/config/biliconfig.js\"></script><script type=\"text/javascript\" src=\"//www.bilibili.com/gentleman/polyfill.js?features=Promise%2CObject.assign%2CString.prototype.includes%2CNumber.isNaN\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/long/js/sentry/sentry-5.7.1.min.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/long/js/sentry/sentry-5.7.1.vue.min.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/seed/log/report/log-reporter.js\" crossorigin></script><link href=\"//s1.hdslb.com/bfs/static/jinkela/international-home/css/international-home.1.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.css\" rel=\"stylesheet\"><link href=\"//s1.hdslb.com/bfs/static/jinkela/international-home/css/international-home.0.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.css\" rel=\"stylesheet\"></head><body><div id=\"international-home-app\"></div><div id=\"biliMainFooter\"></div><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/cm/cm-sdk/static/js/pc.js\"></script><div style=\"display:none\"><a href=\"https://www.bilibili.com/v/game/match/\">\\xe8\\xb5\\x9b\\xe4\\xba\\x8b\\xe5\\xba\\x93</a> <a href=\"https://www.bilibili.com/cheese/\">\\xe8\\xaf\\xbe\\xe5\\xa0\\x82</a> <a href=\"https://www.bilibili.com/festival/2021bnj\">2021\\xe6\\x8b\\x9c\\xe5\\xb9\\xb4\\xe7\\xba\\xaa</a></div><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/international-home/1.international-home.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.js\"></script><script type=\"text/javascript\" src=\"//s1.hdslb.com/bfs/static/jinkela/international-home/international-home.e8d8af1cc3acaf5a01a3c949cb04f8c718845bbd.js\"></script></body></html>'"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.content"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93ae277c",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "6b0d106e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "24.708739c4a7f70469a4234c258ca679d1.2592000.1680924242.282335-31100548\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "import json\n",
    "\n",
    "\n",
    "def main():\n",
    "        \n",
    "    url = \"https://aip.baidubce.com/oauth/2.0/token?client_id=WtLRx4bnq7b5plr4jp89UvXy&client_secret=RXBLOkZO1Og7nuBUiQ67Otf2T56MMseC&grant_type=client_credentials\"\n",
    "    \n",
    "    payload = \"\"\n",
    "    headers = {\n",
    "        'Content-Type': 'application/json',\n",
    "        'Accept': 'application/json'\n",
    "    }\n",
    "    \n",
    "    response = requests.request(\"POST\", url, headers=headers, data=payload)\n",
    "    \n",
    "    print(response.json()['access_token'])\n",
    "    \n",
    "\n",
    "if __name__ == '__main__':\n",
    "    main()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11819a35",
   "metadata": {},
   "source": [
    "## 通用识别分析"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "69604c6a",
   "metadata": {},
   "outputs": [],
   "source": [
    "my_token = \"24.708739c4a7f70469a4234c258ca679d1.2592000.1680924242.282335-31100548\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "e8eceafb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result_num': 5, 'result': [{'keyword': '卡通动漫人物', 'score': 0.652461, 'root': '非自然图像-彩色动漫', 'baike_info': {}}, {'keyword': '佛像', 'score': 0.440923, 'root': '商品-工艺品'}, {'keyword': '屏幕截图', 'score': 0.297888, 'root': '非自然图像-屏幕截图'}, {'keyword': '油画', 'score': 0.151643, 'root': '非自然图像-艺术画'}, {'keyword': '电视屏幕', 'score': 0.006291, 'root': '商品-数码'}], 'log_id': 1633672582893738978}\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "通用物体和场景识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v2/advanced_general\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('C:/Users/Administrator/Pictures/Saved Pictures/0.jpg', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,'baike_num':1}\n",
    "access_token = my_token\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "57ec176e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result_num': 5, 'result': [{'keyword': '羊肉串', 'score': 0.860257, 'root': '商品-食物'}, {'keyword': '烤串', 'score': 0.678211, 'root': '商品-食物'}, {'keyword': '烤腰子', 'score': 0.49957, 'root': '商品-食物'}, {'keyword': '牛肉串', 'score': 0.320534, 'root': '商品-食物'}, {'keyword': '烤翅', 'score': 0.132367, 'root': '商品-食物'}], 'log_id': 1633675106072327618}\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "通用物体和场景识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v2/advanced_general\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('C:/Users/Administrator/Pictures/Camera Roll/R-C.jpg', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img}\n",
    "access_token = my_token\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3453c296",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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